{"id":"W1516262456","doi":"10.4000/communication.2235","title":"Pierre MOEGLIN, Outils et médias éducatifs. Une approche communicationnelle","year":2007,"lang":"fr","type":"article","venue":"Communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01421624,0.0003054971,0.0003413019,0.0001594236,0.001987471,0.0001200568,0.002001393,0.0005418449,0.0005090648],"category_scores_gemma":[0.00199313,0.0003738846,0.0001734574,0.001293061,0.003493539,0.0006428354,0.0002763179,0.001014539,0.0004474559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232801,"about_ca_system_score_gemma":0.0006655907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003231094,"about_ca_topic_score_gemma":0.001625172,"domain_scores_codex":[0.9945047,0.003124868,0.0008746818,0.0004115069,0.0004308838,0.0006532882],"domain_scores_gemma":[0.9902955,0.006013622,0.0006080467,0.002117516,0.0006999869,0.0002653594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008450589,0.0008174482,0.00280825,0.00005052003,0.00009033961,2.076307e-7,0.2525864,0.00003684788,0.00005674804,0.6413498,0.03964638,0.06254864],"study_design_scores_gemma":[0.0003448239,0.00003633279,0.02221195,0.0001793855,0.00007638946,0.000004535405,0.2917815,0.0001582766,0.00003884731,0.03303505,0.6517384,0.000394563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03838898,0.09905612,0.008609326,0.3167895,0.004016925,0.001020164,0.00002793018,0.000284336,0.5318068],"genre_scores_gemma":[0.8828008,0.04563067,0.03777288,0.003092982,0.001252607,0.000105177,0.0006956029,0.00005512177,0.02859422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8444117,"threshold_uncertainty_score":0.9998713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3922274897649942,"score_gpt":0.5103561660254906,"score_spread":0.1181286762604964,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}